Data Science Applications and Processes

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Home>Homework Answsers>Nursing homework helpDNPdiscussion postData mining has been cited as one of the advantages scientists used in the creation of the COVID-19 vaccinations. Data mining was used in the trials of these vaccinations to signal safety concerns and trends more quickly in the trial groups. As a result, these vaccinations were quickly available to support the  effort in combatting the COVID-19 pandemic.Thinking beyond the scope of a major vaccination effort and pandemic, how might data compiled and analyzed in your healthcare organization or nursing practice help support efforts aimed at patient quality and safety? Why might it be important to consider the how’s and why’s of data collection, application, and implementation? How might these practices shape your nursing practice or even the future of nursing?For this Discussion, you will explore various topics related to data and consider the process and application of each. Reflect on the use of these applications, but also consider the implications of how these applications might shape the future of nursing and healthcare practice.To PrepareReview the Learning Resources for this week related to the topics: Big Data, Data Science, Data Mining, Data Analytics, and Machine Learning.Consider the process and application of each topic.Reflect on how each topic relates to nursing practice.By Day 3 of Week 5Posta succinct summary on how each topic might apply to nursing practice. Be specific.Note: These topics may overlap as you will find in the readings (e.g., some processes require both Data Mining and Analytics).In your post include the following:Explain how you see the data concepts presented aligning with your current practice. What do you need to know to apply these concepts?Do you currently use one of these processes in your healthcare organization or nursing practice? If so, how and in what context?If you do not currently use one of these processes in your healthcare organization or nursing practice, what would it take to implement it? What do you see as a benefit for use?How is predictive analytics applied to clinical practice? Be specific and provide examples.3 years ago30.03.202220Report issueAnswer(1)Jahky B5.0(271)5.0(74)ChatPurchase the answer to view itNOT RATEDDataScienceApplicationsAndProcesses.edited.docx3 years agoplagiarism checkPurchase $20Bids(102)Dr. Sophie MilesDr Michelle MayaDr. Adeline Zoeabdul_rehman_Emily ClareDr Michelle EllaCreative GeekYoung NyanyaTutor Cyrus KenQuickly answerNightingaleWIZARD_KIMQuality Assignmentspacesetters2121Brainy BrianDr shamille ClaraSweet_SolutionsGreat-WritersRihAN_MendozaDr. Freya Walkerother Questions(10)In order to meet the requirements of the Board, you will prepare the final Strategic BusinessP4Physics EssayMedical Office ManagementDiscussionIntervening with Peer ViolenceEmergency Management ass 4Bus 430 _ wk 11week 1i need so soon

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